Overview

Dataset info

Number of variables43
Number of observations1545
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory519.1 KiB
Average record size in memory344.1 B

Variables types

Numeric23
Categorical7
Boolean8
Date0
URL0
Text (Unique)1
Rejected4
Unsupported0

Warnings

date only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
temp_HUS is highly correlated with temp_DAL (ρ = 0.9451025095) Rejected
temp_JUA is highly correlated with temp_DAL (ρ = 0.9018379058) Rejected
temp_TUL is highly correlated with temp_HUS (ρ = 0.9056283956) Rejected
UD_ind_us_soybean_oil_0.25 is a recoding of UD_ind_copper_0.25Rejected

Variables

date
Categorical, Unique

First 5 values
2013-04-01
2013-04-02
2013-04-03
2013-04-04
2013-04-05
Last 5 values
2018-10-10
2018-10-11
2018-10-12
2018-10-13
2018-10-14

First 5 values

ValueCountFrequency (%) 
2013-04-01 1 0.1%
 
2013-04-02 1 0.1%
 
2013-04-03 1 0.1%
 
2013-04-04 1 0.1%
 
2013-04-05 1 0.1%
 

Last 5 values

ValueCountFrequency (%) 
2018-10-14 1 0.1%
 
2018-10-13 1 0.1%
 
2018-10-12 1 0.1%
 
2018-10-11 1 0.1%
 
2018-10-10 1 0.1%
 

precip_DAL
Numeric

Distinct count129
Unique (%)8.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.0007795014525
Minimum-0.2915702162
Maximum12.10285221
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2915702162
5-th percentile-0.2915702162
Q1-0.2915702162
Median-0.2915702162
Q3-0.2915702162
95-th percentile1.540483321
Maximum12.10285221
Range12.39442243
Interquartile range0

Descriptive statistics

Standard deviation1.009699577
Coef of variation-1295.314555
Kurtosis40.87139298
Mean-0.0007795014525
MAD0.4784798018
Skewness5.657973878
Sum-1.204329744
Variance1.019493235
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.29157022 -0.27730189 -0.25352134 -0.11083804 0.58831012 1.72502039 3.77965987 6.60954526 12.10285221], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2915702162 1184 76.6%
 
-0.2630335568 40 2.6%
 
-0.196448018 19 1.2%
 
-0.2154724577 12 0.8%
 
-0.1203502595 12 0.8%
 
-0.2440091171 11 0.7%
 
-0.1679113586 9 0.6%
 
-0.1488869189 9 0.6%
 
-0.1013258198 7 0.5%
 
0.09843079639 6 0.4%
 
Other values (119) 236 15.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2915702162 1184 76.6%
 
-0.2630335568 40 2.6%
 
-0.2440091171 11 0.7%
 
-0.2154724577 12 0.8%
 
-0.196448018 19 1.2%
 

Maximum 5 values

ValueCountFrequency (%) 
12.10285221 1 0.1%
 
10.04821273 1 0.1%
 
8.963819668 1 0.1%
 
8.402598699 1 0.1%
 
8.212354303 1 0.1%
 

precip_GUA
Numeric

Distinct count97
Unique (%)6.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.002150556353
Minimum-0.2546219325
Maximum14.73253398
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2546219325
5-th percentile-0.2546219325
Q1-0.2546219325
Median-0.2546219325
Q3-0.2546219325
95-th percentile1.318197658
Maximum14.73253398
Range14.98715591
Interquartile range0

Descriptive statistics

Standard deviation1.00222615
Coef of variation466.0311033
Kurtosis51.77806512
Mean0.002150556353
MAD0.4401317907
Skewness6.18255042
Sum3.322609566
Variance1.004457256
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.25462193 -0.23193703 -0.11851254 0.26713072 1.03085562 2.37682623 7.90437969 14.73253398], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2546219325 1283 83.0%
 
-0.179005606 20 1.3%
 
-0.2092521366 18 1.2%
 
-0.1336358101 12 0.8%
 
0.2444458223 8 0.5%
 
-0.1033892795 8 0.5%
 
-0.02777295304 8 0.5%
 
0.1688294958 7 0.5%
 
0.09321316933 7 0.5%
 
0.3200621488 7 0.5%
 
Other values (87) 167 10.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2546219325 1283 83.0%
 
-0.2092521366 18 1.2%
 
-0.179005606 20 1.3%
 
-0.1336358101 12 0.8%
 
-0.1033892795 8 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
14.73253398 1 0.1%
 
8.153913572 1 0.1%
 
7.654845817 1 0.1%
 
7.579229491 1 0.1%
 
7.276764185 1 0.1%
 

precip_HUS
Numeric

Distinct count149
Unique (%)9.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.001994825198
Minimum-0.2982010967
Maximum11.29838065
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2982010967
5-th percentile-0.2982010967
Q1-0.2982010967
Median-0.2982010967
Q3-0.2378415301
95-th percentile1.403938683
Maximum11.29838065
Range11.59658175
Interquartile range0.06035956667

Descriptive statistics

Standard deviation0.993581579
Coef of variation-498.0795209
Kurtosis46.444718
Mean-0.001994825198
MAD0.46372158
Skewness6.005250001
Sum-3.082004931
Variance0.9872043542
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.98201097e-01 -2.86883678e-01 -2.68021313e-01 -2.49158949e-01 -1.75736316e-04 ... 8.22223360e-01 1.78797643e+00 3.18001893e+00 6.10368544e+00 1.12983806e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2982010967 1058 68.5%
 
-0.2755662592 63 4.1%
 
-0.2604763676 32 2.1%
 
-0.2378415301 17 1.1%
 
-0.1623920717 15 1.0%
 
-0.2227516384 15 1.0%
 
-0.1095774509 11 0.7%
 
-0.0869426134 11 0.7%
 
-0.1850269092 11 0.7%
 
-0.02658304673 10 0.6%
 
Other values (139) 302 19.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2982010967 1058 68.5%
 
-0.2755662592 63 4.1%
 
-0.2604763676 32 2.1%
 
-0.2378415301 17 1.1%
 
-0.2227516384 15 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
11.29838065 1 0.1%
 
11.20029635 1 0.1%
 
9.857295995 1 0.1%
 
9.593222891 1 0.1%
 
8.386031557 1 0.1%
 

precip_JUA
Numeric

Distinct count61
Unique (%)3.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.008486640561
Minimum-0.2082241746
Maximum14.5510343
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2082241746
5-th percentile-0.2082241746
Q1-0.2082241746
Median-0.2082241746
Q3-0.2082241746
95-th percentile0.8001723674
Maximum14.5510343
Range14.75925848
Interquartile range0

Descriptive statistics

Standard deviation1.038688239
Coef of variation122.3909781
Kurtosis80.50453885
Mean0.008486640561
MAD0.3819919611
Skewness7.956443845
Sum13.11185967
Variance1.078873259
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.20822417 -0.16238797 0.14318674 0.75433616 3.35172119 7.79783322 14.5510343 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2082241746 1339 86.7%
 
-0.05543681975 26 1.7%
 
-0.1165517617 26 1.7%
 
0.0973505351 17 1.1%
 
0.03623559316 12 0.8%
 
0.6473850126 8 0.5%
 
0.25013789 7 0.5%
 
0.189022948 7 0.5%
 
0.4029252448 7 0.5%
 
0.5557125997 6 0.4%
 
Other values (51) 90 5.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2082241746 1339 86.7%
 
-0.1165517617 26 1.7%
 
-0.05543681975 26 1.7%
 
0.03623559316 12 0.8%
 
0.0973505351 17 1.1%
 

Maximum 5 values

ValueCountFrequency (%) 
14.5510343 1 0.1%
 
14.21490212 1 0.1%
 
11.67863203 1 0.1%
 
11.58695962 1 0.1%
 
7.950620574 1 0.1%
 

precip_LEO
Numeric

Distinct count77
Unique (%)5.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.01560957713
Minimum-0.1996659238
Maximum14.69603618
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1996659238
5-th percentile-0.1996659238
Q1-0.1996659238
Median-0.1996659238
Q3-0.1996659238
95-th percentile1.010478563
Maximum14.69603618
Range14.89570211
Interquartile range0

Descriptive statistics

Standard deviation0.9974216383
Coef of variation63.89805632
Kurtosis72.98692063
Mean0.01560957713
MAD0.3783339662
Skewness7.622614573
Sum24.11679666
Variance0.9948499245
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.19966592 -0.16815174 0.04194278 0.84030199 3.07780873 7.24818513 14.69603618], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1996659238 1334 86.3%
 
-0.1366375651 18 1.2%
 
-0.09461865926 16 1.0%
 
0.01042860524 12 0.8%
 
-0.03159030056 11 0.7%
 
0.1154758698 9 0.6%
 
0.3885987575 6 0.4%
 
0.4306176633 6 0.4%
 
0.493646022 6 0.4%
 
0.1785042285 6 0.4%
 
Other values (67) 121 7.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1996659238 1334 86.3%
 
-0.1366375651 18 1.2%
 
-0.09461865926 16 1.0%
 
-0.03159030056 11 0.7%
 
0.01042860524 12 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
14.69603618 1 0.1%
 
10.8513063 1 0.1%
 
10.74625904 1 0.1%
 
10.05294709 1 0.1%
 
9.611748581 1 0.1%
 

precip_MEX
Numeric

Distinct count105
Unique (%)6.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.035315636
Minimum-0.3561459294
Maximum11.76616954
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.3561459294
5-th percentile-0.3561459294
Q1-0.3561459294
Median-0.3561459294
Q3-0.2147778189
95-th percentile2.117796003
Maximum11.76616954
Range12.12231547
Interquartile range0.1413681104

Descriptive statistics

Standard deviation1.063236723
Coef of variation30.10668485
Kurtosis24.65857675
Mean0.035315636
MAD0.5961992812
Skewness4.342369548
Sum54.56265762
Variance1.13047233
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.35614593 -0.32963941 -0.0645742 0.56274679 1.55232356 2.80696554 5.1837169 7.71950738 11.76616954], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.3561459294 1080 69.9%
 
-0.303132888 33 2.1%
 
-0.2677908603 31 2.0%
 
-0.1794357913 25 1.6%
 
-0.2147778189 21 1.4%
 
-0.1264227499 18 1.2%
 
-0.09108072229 18 1.2%
 
-0.002725653268 14 0.9%
 
0.1739844848 14 0.9%
 
0.8101409818 13 0.8%
 
Other values (95) 278 18.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.3561459294 1080 69.9%
 
-0.303132888 33 2.1%
 
-0.2677908603 31 2.0%
 
-0.2147778189 21 1.4%
 
-0.1794357913 25 1.6%
 

Maximum 5 values

ValueCountFrequency (%) 
11.76616954 1 0.1%
 
7.807862448 1 0.1%
 
7.63115231 1 0.1%
 
7.136363924 1 0.1%
 
7.048008855 1 0.1%
 

precip_MON
Numeric

Distinct count154
Unique (%)10.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.05666440446
Minimum-0.3291258828
Maximum12.25981978
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.3291258828
5-th percentile-0.3291258828
Q1-0.3291258828
Median-0.3291258828
Q3-0.3291258828
95-th percentile1.321352855
Maximum12.25981978
Range12.58894567
Interquartile range0

Descriptive statistics

Standard deviation0.9102615599
Coef of variation-16.06408059
Kurtosis46.96507354
Mean-0.05666440446
MAD0.4413147668
Skewness5.830991558
Sum-87.5465049
Variance0.8285761074
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.32912588 -0.31294472 -0.28867297 0.01876915 1.17572238 1.82296894 4.92166187 12.25981978], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.3291258828 1159 75.0%
 
-0.2967635546 50 3.2%
 
-0.2644012264 12 0.8%
 
-0.1834954059 12 0.8%
 
-0.2805823905 9 0.6%
 
-0.19967657 9 0.6%
 
-0.03786492903 9 0.6%
 
-0.2482200623 8 0.5%
 
-0.2158577341 7 0.5%
 
-0.1673142418 7 0.5%
 
Other values (144) 263 17.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.3291258828 1159 75.0%
 
-0.2967635546 50 3.2%
 
-0.2805823905 9 0.6%
 
-0.2644012264 12 0.8%
 
-0.2482200623 8 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
12.25981978 1 0.1%
 
9.55756538 1 0.1%
 
8.149804104 1 0.1%
 
7.000941453 1 0.1%
 
6.483144202 1 0.1%
 

precip_PHO
Numeric

Distinct count52
Unique (%)3.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.01066619499
Minimum-0.1472227267
Maximum23.5839551
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1472227267
5-th percentile-0.1472227267
Q1-0.1472227267
Median-0.1472227267
Q3-0.1472227267
95-th percentile0.3625161764
Maximum23.5839551
Range23.73117782
Interquartile range0

Descriptive statistics

Standard deviation1.082639028
Coef of variation101.5018973
Kurtosis229.5011698
Mean0.01066619499
MAD0.2901014654
Skewness13.50799969
Sum16.47927125
Variance1.172107264
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.14722273 -0.10474448 0.24924086 1.83509523 4.01564498 23.5839551 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1472227267 1411 91.3%
 
-0.06226624282 15 1.0%
 
-0.005628586922 14 0.9%
 
0.1359655528 8 0.5%
 
0.07932789693 7 0.5%
 
0.2209220367 7 0.5%
 
0.3625161764 4 0.3%
 
1.438631639 4 0.3%
 
0.645704456 4 0.3%
 
0.9288927355 4 0.3%
 
Other values (42) 67 4.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1472227267 1411 91.3%
 
-0.06226624282 15 1.0%
 
-0.005628586922 14 0.9%
 
0.07932789693 7 0.5%
 
0.1359655528 8 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
23.5839551 1 0.1%
 
16.81575522 1 0.1%
 
15.59804561 1 0.1%
 
11.66172853 1 0.1%
 
11.35022142 1 0.1%
 

precip_PUE
Numeric

Distinct count98
Unique (%)6.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.007710647559
Minimum-0.377772702
Maximum11.06393304
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.377772702
5-th percentile-0.377772702
Q1-0.377772702
Median-0.377772702
Q3-0.159994994
95-th percentile1.800004379
Maximum11.06393304
Range11.44170574
Interquartile range0.2177777081

Descriptive statistics

Standard deviation0.9910420232
Coef of variation128.5290263
Kurtosis28.1884307
Mean0.007710647559
MAD0.5694758575
Skewness4.487965497
Sum11.91295048
Variance0.9821642917
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.3777727 -0.3526445 -0.18512319 0.02427845 0.75299617 1.5989788 2.70461947 4.11179851 11.06393304], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.377772702 1034 66.9%
 
-0.2940120451 37 2.4%
 
-0.3275163079 36 2.3%
 
-0.2102513882 31 2.0%
 
-0.07623433705 18 1.2%
 
-0.2437556509 18 1.2%
 
-0.159994994 16 1.0%
 
0.1750476338 15 1.0%
 
0.4765859988 15 1.0%
 
-0.1264907312 15 1.0%
 
Other values (88) 310 20.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.377772702 1034 66.9%
 
-0.3275163079 36 2.3%
 
-0.2940120451 37 2.4%
 
-0.2437556509 18 1.2%
 
-0.2102513882 31 2.0%
 

Maximum 5 values

ValueCountFrequency (%) 
11.06393304 1 0.1%
 
8.986668744 1 0.1%
 
8.685130379 1 0.1%
 
7.495729051 1 0.1%
 
6.64137035 1 0.1%
 

precip_SDO
Numeric

Distinct count47
Unique (%)3.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.02706912963
Minimum-0.1716045514
Maximum14.60504231
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1716045514
5-th percentile-0.1716045514
Q1-0.1716045514
Median-0.1716045514
Q3-0.1716045514
95-th percentile0.1810600516
Maximum14.60504231
Range14.77664687
Interquartile range0

Descriptive statistics

Standard deviation0.9587572217
Coef of variation-35.41884187
Kurtosis130.1812164
Mean-0.02706912963
MAD0.266850015
Skewness10.55104371
Sum-41.82180527
Variance0.9192154102
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=47)
Histogram
Histogram with variable size bins (bins=[-0.17160455 -0.11870486 -0.03053871 0.23395974 1.39775293 4.30723591 14.60504231], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1716045514 1419 91.8%
 
-0.06580517048 27 1.7%
 
0.1810600516 11 0.7%
 
0.004727750112 10 0.6%
 
0.110527131 6 0.4%
 
1.097988019 5 0.3%
 
0.6395240355 4 0.3%
 
0.2868594325 4 0.3%
 
1.274320321 4 0.3%
 
0.463191734 4 0.3%
 
Other values (37) 51 3.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1716045514 1419 91.8%
 
-0.06580517048 27 1.7%
 
0.004727750112 10 0.6%
 
0.110527131 6 0.4%
 
0.1810600516 11 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
14.60504231 1 0.1%
 
14.42871001 1 0.1%
 
13.89971311 1 0.1%
 
10.65519876 1 0.1%
 
9.597204951 1 0.1%
 

precip_TOR
Numeric

Distinct count168
Unique (%)10.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.01586252717
Minimum-0.3648753836
Maximum15.64106334
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.3648753836
5-th percentile-0.3648753836
Q1-0.3648753836
Median-0.3648753836
Q3-0.2325948984
95-th percentile1.814445612
Maximum15.64106334
Range16.00593872
Interquartile range0.1322804853

Descriptive statistics

Standard deviation1.012271557
Coef of variation-63.81527647
Kurtosis55.24122116
Mean-0.01586252717
MAD0.5227300677
Skewness5.897120108
Sum-24.50760448
Variance1.024693706
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.36487538 -0.34834032 -0.30700267 -0.27393255 -0.19125725 ... 0.93312688 2.38821222 4.10785853 6.19127617 15.64106334], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.3648753836 943 61.0%
 
-0.3318052623 77 5.0%
 
-0.3152702017 45 2.9%
 
-0.2822000803 29 1.9%
 
-0.298735141 28 1.8%
 
-0.2160598377 18 1.2%
 
-0.2656650197 16 1.0%
 
-0.2325948984 12 0.8%
 
-0.249129959 12 0.8%
 
-0.199524777 10 0.6%
 
Other values (158) 355 23.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.3648753836 943 61.0%
 
-0.3318052623 77 5.0%
 
-0.3152702017 45 2.9%
 
-0.298735141 28 1.8%
 
-0.2822000803 29 1.9%
 

Maximum 5 values

ValueCountFrequency (%) 
15.64106334 1 0.1%
 
9.275064982 1 0.1%
 
9.258529922 1 0.1%
 
7.505813492 1 0.1%
 
6.331824185 1 0.1%
 

precip_TUL
Numeric

Distinct count119
Unique (%)7.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.03204960817
Minimum-0.3395850463
Maximum9.528602746
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.3395850463
5-th percentile-0.3395850463
Q1-0.3395850463
Median-0.3395850463
Q3-0.3048786414
95-th percentile1.796015735
Maximum9.528602746
Range9.868187792
Interquartile range0.0347064049

Descriptive statistics

Standard deviation0.924089147
Coef of variation-28.8330872
Kurtosis26.30695435
Mean-0.03204960817
MAD0.4873129797
Skewness4.561616109
Sum-49.51664463
Variance0.8539407517
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.33958505 -0.32223184 -0.20654383 0.11738262 0.55699708 2.1419229 3.37978468 5.6588386 9.52860275], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.3395850463 1134 73.4%
 
-0.3048786414 35 2.3%
 
-0.2817410381 19 1.2%
 
-0.2238970299 19 1.2%
 
-0.2470346332 19 1.2%
 
-0.1313466169 13 0.8%
 
-0.05036500545 13 0.8%
 
-0.07350260871 11 0.7%
 
-0.189190625 11 0.7%
 
0.1000294158 10 0.6%
 
Other values (109) 261 16.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.3395850463 1134 73.4%
 
-0.3048786414 35 2.3%
 
-0.2817410381 19 1.2%
 
-0.2470346332 19 1.2%
 
-0.2238970299 19 1.2%
 

Maximum 5 values

ValueCountFrequency (%) 
9.528602746 1 0.1%
 
8.533685806 1 0.1%
 
7.330530436 1 0.1%
 
6.566989528 1 0.1%
 
6.532283123 1 0.1%
 

precip_VAN
Numeric

Distinct count139
Unique (%)9.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.002232186772
Minimum-0.4787840608
Maximum7.091819672
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.4787840608
5-th percentile-0.4787840608
Q1-0.4787840608
Median-0.4787840608
Q3-0.05638986111
95-th percentile2.211542073
Maximum7.091819672
Range7.570603733
Interquartile range0.4223941997

Descriptive statistics

Standard deviation0.9896138087
Coef of variation443.3382642
Kurtosis9.52783629
Mean0.002232186772
MAD0.6630793969
Skewness2.849574231
Sum3.448728562
Variance0.9793354903
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.47878406 -0.46253813 -0.43816923 -0.4219233 -0.40567737 ... 0.67467702 1.53571135 2.78664802 3.85887945 7.09181967], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.4787840608 902 58.4%
 
-0.4462921993 40 2.6%
 
-0.3488166148 28 1.8%
 
-0.3813084763 27 1.7%
 
-0.4138003378 25 1.6%
 
-0.2838328917 22 1.4%
 
-0.1538654457 19 1.2%
 
-0.2188491687 16 1.0%
 
-0.1213735841 16 1.0%
 
-0.3163247532 14 0.9%
 
Other values (129) 436 28.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.4787840608 902 58.4%
 
-0.4462921993 40 2.6%
 
-0.4300462685 3 0.2%
 
-0.4138003378 25 1.6%
 
-0.397554407 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7.091819672 1 0.1%
 
7.026835949 1 0.1%
 
5.727161489 1 0.1%
 
5.694669627 1 0.1%
 
5.272275428 1 0.1%
 

temp_DAL
Numeric

Distinct count338
Unique (%)21.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.04031001517
Minimum-3.041663848
Maximum1.678493341
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.041663848
5-th percentile-1.895339959
Q1-0.6141544364
Median0.2174923065
Q30.8693235373
95-th percentile1.273908439
Maximum1.678493341
Range4.720157189
Interquartile range1.483477974

Descriptive statistics

Standard deviation0.9927727667
Coef of variation24.62843942
Kurtosis-0.2999992774
Mean0.04031001517
MAD0.821920592
Skewness-0.6874845321
Sum62.27897343
Variance0.9855977663
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.04166385 -2.31116333 -1.76609756 -0.95692776 0.02081909 0.72884267 1.29076614 1.48182012 1.67849334], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7906542509 16 1.0%
 
0.2174923065 15 1.0%
 
1.015423641 15 1.0%
 
1.02666211 14 0.9%
 
0.9817082323 14 0.9%
 
0.7794157814 13 0.8%
 
1.094092927 13 0.8%
 
0.6895080254 13 0.8%
 
1.139046805 13 0.8%
 
0.9030389458 13 0.8%
 
Other values (328) 1406 91.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.041663848 1 0.1%
 
-2.962994562 1 0.1%
 
-2.929279153 1 0.1%
 
-2.918040684 1 0.1%
 
-2.873086806 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.678493341 2 0.1%
 
1.656016402 1 0.1%
 
1.644777933 1 0.1%
 
1.633539463 1 0.1%
 
1.509916299 3 0.2%
 

temp_GUA
Numeric

Distinct count159
Unique (%)10.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.06479473134
Minimum-2.012306694
Maximum1.633880882
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.012306694
5-th percentile-2.012306694
Q1-0.1776008438
Median0.3797781487
Q30.6004073332
95-th percentile0.9139330164
Maximum1.633880882
Range3.646187575
Interquartile range0.7780081769

Descriptive statistics

Standard deviation1.038288514
Coef of variation-16.02427377
Kurtosis-0.2771050131
Mean-0.06479473134
MAD0.8358877568
Skewness-1.162240766
Sum-100.1078599
Variance1.078043038
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.01230669 -1.53621214 -0.56660493 -0.15437672 0.15334293 ... 0.5946013 0.76878224 0.94296317 1.11714411 1.63388088], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-2.012306694 318 20.6%
 
0.5075108344 31 2.0%
 
0.5771832085 31 2.0%
 
0.391390211 28 1.8%
 
0.4494505227 28 1.8%
 
0.4030022733 27 1.7%
 
0.461062585 27 1.7%
 
0.4726746474 25 1.6%
 
0.3333298993 24 1.6%
 
0.4958987721 24 1.6%
 
Other values (149) 982 63.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.012306694 318 20.6%
 
-1.060117582 1 0.1%
 
-0.9904452077 1 0.1%
 
-0.9556090207 1 0.1%
 
-0.8627125219 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.633880882 1 0.1%
 
1.37841551 1 0.1%
 
1.285519011 1 0.1%
 
1.2274587 1 0.1%
 
1.215846637 1 0.1%
 

temp_HUS
Highly correlated

This variable is highly correlated with temp_DAL and should be ignored for analysis

Correlation0.9451025095

temp_JUA
Highly correlated

This variable is highly correlated with temp_DAL and should be ignored for analysis

Correlation0.9018379058

temp_LEO
Numeric

Distinct count168
Unique (%)10.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.08305337012
Minimum-1.543699769
Maximum1.883134479
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.543699769
5-th percentile-1.543699769
Q1-0.1432597668
Median0.4508662947
Q30.7054917496
95-th percentile1.044992356
Maximum1.883134479
Range3.426834248
Interquartile range0.8487515164

Descriptive statistics

Standard deviation0.9217675104
Coef of variation11.09849617
Kurtosis-0.5924189486
Mean0.08305337012
MAD0.7538337074
Skewness-0.961357131
Sum128.3174568
Variance0.8496553432
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.54369977 -1.23602734 -0.32892416 0.0848422 0.33946766 0.73201523 0.89115614 1.10334402 1.42693054 1.88313448], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.543699769 342 22.1%
 
0.5675696282 26 1.7%
 
0.5993978101 22 1.4%
 
0.4826944765 22 1.4%
 
0.4084287189 21 1.4%
 
0.6630541738 20 1.3%
 
0.4614756886 20 1.3%
 
0.610007204 19 1.2%
 
0.3447723551 19 1.2%
 
0.8858514469 18 1.2%
 
Other values (158) 1016 65.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.543699769 342 22.1%
 
-0.9283549195 1 0.1%
 
-0.7055576465 1 0.1%
 
-0.6419012827 1 0.1%
 
-0.6206824948 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.883134479 1 0.1%
 
1.660337206 1 0.1%
 
1.639118418 1 0.1%
 
1.448149326 1 0.1%
 
1.405711751 2 0.1%
 

temp_MEX
Numeric

Distinct count138
Unique (%)8.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.005828271697
Minimum-2.58473011
Maximum1.499151987
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.58473011
5-th percentile-2.58473011
Q1-0.06523833226
Median0.2476397316
Q30.4946487294
95-th percentile0.8898631258
Maximum1.499151987
Range4.083882096
Interquartile range0.5598870616

Descriptive statistics

Standard deviation0.9339804593
Coef of variation-160.2499862
Kurtosis2.956093107
Mean-0.005828271697
MAD0.6134543599
Skewness-1.945995255
Sum-9.004679772
Variance0.8723194984
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.58473011 -2.10717938 -1.20971336 -0.85566713 -0.3534155 ... 0.5358169 0.70048956 1.01336762 1.18627392 1.49915199], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-2.58473011 153 9.9%
 
0.3299760642 38 2.5%
 
0.3464433307 36 2.3%
 
0.3958451302 34 2.2%
 
0.165303399 34 2.2%
 
0.2641069981 33 2.1%
 
0.5111159959 33 2.1%
 
0.2311724651 32 2.1%
 
0.2805742646 32 2.1%
 
0.1159015994 29 1.9%
 
Other values (128) 1091 70.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.58473011 153 9.9%
 
-1.629628651 1 0.1%
 
-1.217946989 1 0.1%
 
-1.201479722 1 0.1%
 
-1.119143389 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.499151987 1 0.1%
 
1.416815654 2 0.1%
 
1.350946588 1 0.1%
 
1.301544789 1 0.1%
 
1.285077522 1 0.1%
 

temp_MON
Numeric

Distinct count335
Unique (%)21.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.01702030217
Minimum-2.92834727
Maximum2.298082959
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.92834727
5-th percentile-1.07525171
Q1-0.6217104652
Median-0.6217104652
Q30.8771168258
95-th percentile1.723856919
Maximum2.298082959
Range5.226430229
Interquartile range1.498827291

Descriptive statistics

Standard deviation0.9684600088
Coef of variation-56.90028291
Kurtosis-0.6461745721
Mean-0.01702030217
MAD0.8363147048
Skewness0.5756284959
Sum-26.29636686
Variance0.9379147887
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.92834727 -1.95021647 -0.96721935 -0.63144311 -0.61197782 1.07663604 1.83578233 2.0450342 2.29808296], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.6217104652 713 46.1%
 
1.616797827 10 0.6%
 
1.159363523 9 0.6%
 
1.246957326 8 0.5%
 
1.597332537 7 0.5%
 
1.373481708 7 0.5%
 
1.811450721 7 0.5%
 
1.266422616 7 0.5%
 
1.519471379 7 0.5%
 
1.529204024 7 0.5%
 
Other values (325) 763 49.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.92834727 1 0.1%
 
-2.74342702 1 0.1%
 
-2.733694375 1 0.1%
 
-2.597437349 1 0.1%
 
-2.500110901 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.298082959 1 0.1%
 
2.288350314 1 0.1%
 
2.278617669 1 0.1%
 
2.161825932 1 0.1%
 
2.05476684 2 0.1%
 

temp_PEU
Numeric

Distinct count124
Unique (%)8.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.02424987473
Minimum-3.63544908
Maximum1.527778051
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.63544908
5-th percentile-3.63544908
Q1-0.1262427614
Median0.2090317277
Q30.4548996863
95-th percentile0.9198136443
Maximum1.527778051
Range5.163227131
Interquartile range0.5811424476

Descriptive statistics

Standard deviation0.9904200179
Coef of variation-40.84227357
Kurtosis6.988610898
Mean-0.02424987473
MAD0.5983363569
Skewness-2.585915552
Sum-37.46605646
Variance0.9809318119
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.63544908 -2.75255959 -1.33323092 -0.91972572 -0.38328654 ... 0.4660755 0.64488856 0.80134999 1.15897611 1.52777805], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-3.63544908 85 5.5%
 
0.2090317277 44 2.8%
 
0.2537349929 43 2.8%
 
0.3207898907 42 2.7%
 
-0.08153949615 42 2.7%
 
0.3431415233 40 2.6%
 
0.4325480537 39 2.5%
 
0.09727356465 38 2.5%
 
0.4548996863 37 2.4%
 
0.5219545841 36 2.3%
 
Other values (114) 1099 71.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.63544908 85 5.5%
 
-1.869670104 1 0.1%
 
-1.757911941 1 0.1%
 
-1.713208676 1 0.1%
 
-1.668505411 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.527778051 2 0.1%
 
1.483074786 1 0.1%
 
1.416019888 1 0.1%
 
1.371316623 1 0.1%
 
1.34896499 2 0.1%
 

temp_PHO
Numeric

Distinct count297
Unique (%)19.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.06335000493
Minimum-3.274670317
Maximum1.822435278
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.274670317
5-th percentile-1.55471104
Q1-0.701008625
Median0.1024760008
Q30.9436239685
95-th percentile1.408138518
Maximum1.822435278
Range5.097105595
Interquartile range1.644632594

Descriptive statistics

Standard deviation0.971145168
Coef of variation15.32983571
Kurtosis-0.8924747887
Mean0.06335000493
MAD0.8322515756
Skewness-0.300671573
Sum97.87575762
Variance0.9431229374
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.27467032 -2.0757206 -1.42288934 0.74903004 1.36419795 1.52740577 1.82243528], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.069168441 16 1.0%
 
1.144495125 15 1.0%
 
1.006396205 15 1.0%
 
-0.9018797815 15 1.0%
 
1.207267361 15 1.0%
 
0.7929706012 15 1.0%
 
1.357920729 14 0.9%
 
-0.6131274941 14 0.9%
 
-0.04817736652 13 0.8%
 
1.16960402 13 0.8%
 
Other values (287) 1400 90.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.274670317 1 0.1%
 
-2.722274637 1 0.1%
 
-2.697165742 1 0.1%
 
-2.496294586 1 0.1%
 
-2.307977877 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.822435278 1 0.1%
 
1.797326383 1 0.1%
 
1.772217489 1 0.1%
 
1.759663042 1 0.1%
 
1.734554147 1 0.1%
 

temp_SDO
Numeric

Distinct count160
Unique (%)10.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.07800663185
Minimum-3.242748898
Maximum3.539251189
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.242748898
5-th percentile-1.413186084
Q1-0.6561256091
Median0.006302306403
Q30.7949069677
95-th percentile1.804320934
Maximum3.539251189
Range6.782000087
Interquartile range1.451032577

Descriptive statistics

Standard deviation1.001196554
Coef of variation12.83476199
Kurtosis-0.1251926893
Mean0.07800663185
MAD0.8206007429
Skewness0.2921158945
Sum120.5202462
Variance1.002394539
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.2427489 -2.09138609 -1.68131167 -1.27123724 -0.95579538 ... 1.06303255 1.50465116 2.00935815 2.76641862 3.53925119], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.5299488633 34 2.2%
 
-0.6245814226 32 2.1%
 
-0.2145069988 30 1.9%
 
-0.4353163039 30 1.9%
 
-0.719213982 27 1.7%
 
0.3217441709 26 1.7%
 
-0.5614930497 26 1.7%
 
-0.2775953717 24 1.6%
 
-0.8453907278 23 1.5%
 
-0.4037721175 22 1.4%
 
Other values (150) 1271 82.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.242748898 1 0.1%
 
-2.769586101 1 0.1%
 
-2.51723261 1 0.1%
 
-2.454144237 2 0.1%
 
-2.42260005 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.539251189 1 0.1%
 
3.413074443 1 0.1%
 
3.255353511 1 0.1%
 
3.129176765 1 0.1%
 
2.939911646 2 0.1%
 

temp_TOR
Numeric

Distinct count391
Unique (%)25.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.03371191702
Minimum-2.911434411
Maximum1.827622194
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.911434411
5-th percentile-1.753628965
Q1-0.839870745
Median0.1722631007
Q30.9006211018
95-th percentile1.373580843
Maximum1.827622194
Range4.739056605
Interquartile range1.740491847

Descriptive statistics

Standard deviation1.010682181
Coef of variation29.97996763
Kurtosis-0.7338469385
Mean0.03371191702
MAD0.8668653765
Skewness-0.4385655047
Sum52.0849118
Variance1.021478471
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.91143441 -1.95132614 -1.04324343 -0.97702907 -0.96756988 0.64995244 1.18912654 1.43506561 1.66208628 1.82762219], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.9722994725 104 6.7%
 
0.9857538552 13 0.8%
 
0.7492739847 12 0.8%
 
1.146560167 11 0.7%
 
0.7965699588 11 0.7%
 
0.7398147899 11 0.7%
 
0.6925188158 11 0.7%
 
0.8060291536 10 0.6%
 
1.023590634 10 0.6%
 
0.9668354655 10 0.6%
 
Other values (381) 1342 86.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.911434411 1 0.1%
 
-2.816842462 1 0.1%
 
-2.760087293 1 0.1%
 
-2.712791319 1 0.1%
 
-2.684413735 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.827622194 2 0.1%
 
1.789785415 1 0.1%
 
1.723571051 1 0.1%
 
1.695193467 1 0.1%
 
1.666815882 1 0.1%
 

temp_TUL
Highly correlated

This variable is highly correlated with temp_HUS and should be ignored for analysis

Correlation0.9056283956

temp_VAN
Numeric

Distinct count242
Unique (%)15.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.04320006832
Minimum-2.951695292
Maximum2.088845613
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.951695292
5-th percentile-1.85068977
Q1-0.6464649805
Median0.09327310465
Q30.8674176124
95-th percentile1.452326796
Maximum2.088845613
Range5.040540906
Interquartile range1.513882593

Descriptive statistics

Standard deviation0.9864365796
Coef of variation22.83414397
Kurtosis-0.6521597061
Mean0.04320006832
MAD0.8300237076
Skewness-0.3452745653
Sum66.74410555
Variance0.9730571256
Memory size12.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.95169529 -1.97971385 -1.96251064 -1.23997577 -0.93031797 0.63517426 1.28889629 1.59855409 2.08884561], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.971112249 41 2.7%
 
0.8502144011 19 1.2%
 
0.660979077 17 1.1%
 
1.005043303 16 1.0%
 
1.10826257 16 1.0%
 
0.9706368801 15 1.0%
 
1.073856148 15 1.0%
 
-0.921716361 15 1.0%
 
-0.5604489241 14 0.9%
 
0.6781822883 14 0.9%
 
Other values (232) 1363 88.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.951695292 1 0.1%
 
-2.762459968 1 0.1%
 
-2.556021433 1 0.1%
 
-2.52161501 1 0.1%
 
-2.487208588 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.088845613 1 0.1%
 
1.934016712 2 0.1%
 
1.916813501 1 0.1%
 
1.899610289 2 0.1%
 
1.848000655 1 0.1%
 

UD_ind_copper
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1042
1
503
ValueCountFrequency (%) 
0 1042 67.4%
 
1 503 32.6%
 

UD_ind_copper_0.25
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
654
1
487
2
404
ValueCountFrequency (%) 
0 654 42.3%
 
1 487 31.5%
 
2 404 26.1%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

UD_ind_live_cattle
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1000
1
545
ValueCountFrequency (%) 
0 1000 64.7%
 
1 545 35.3%
 

UD_ind_live_cattle_0.25
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
745
2
413
1
387
ValueCountFrequency (%) 
0 745 48.2%
 
2 413 26.7%
 
1 387 25.0%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

UD_ind_lumber
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1035
1
510
ValueCountFrequency (%) 
0 1035 67.0%
 
1 510 33.0%
 

UD_ind_lumber_0.25
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
623
1
479
2
443
ValueCountFrequency (%) 
0 623 40.3%
 
1 479 31.0%
 
2 443 28.7%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

UD_ind_OJ
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1016
1
529
ValueCountFrequency (%) 
0 1016 65.8%
 
1 529 34.2%
 

UD_ind_OJ_0.25
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
633
1
457
2
455
ValueCountFrequency (%) 
0 633 41.0%
 
1 457 29.6%
 
2 455 29.4%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

UD_ind_us_cotton
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1042
1
503
ValueCountFrequency (%) 
0 1042 67.4%
 
1 503 32.6%
 

UD_ind_us_cotton_0.25
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
665
1
464
2
416
ValueCountFrequency (%) 
0 665 43.0%
 
1 464 30.0%
 
2 416 26.9%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

UD_ind_us_soybean_oil
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1064
1
481
ValueCountFrequency (%) 
0 1064 68.9%
 
1 481 31.1%
 

UD_ind_us_soybean_oil_0.25
Recoded

This variable is a recoding of UD_ind_copper_0.25 and should be ignored for analysis

UD_ind_us_wheat
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1040
1
505
ValueCountFrequency (%) 
0 1040 67.3%
 
1 505 32.7%
 

UD_ind_us_wheat_0.25
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
604
1
493
2
448
ValueCountFrequency (%) 
0 604 39.1%
 
1 493 31.9%
 
2 448 29.0%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

UD_ind_WTI
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1002
1
543
ValueCountFrequency (%) 
0 1002 64.9%
 
1 543 35.1%
 

UD_ind_WTI_0.25
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
580
1
485
2
480
ValueCountFrequency (%) 
0 580 37.5%
 
1 485 31.4%
 
2 480 31.1%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Correlations

Missing values

Sample

First rows

dateprecip_DALprecip_GUAprecip_HUSprecip_JUAprecip_LEOprecip_MEXprecip_MONprecip_PHOprecip_PUEprecip_SDOprecip_TORprecip_TULprecip_VANtemp_DALtemp_GUAtemp_HUStemp_JUAtemp_LEOtemp_MEXtemp_MONtemp_PEUtemp_PHOtemp_SDOtemp_TORtemp_TULtemp_VANUD_ind_copperUD_ind_copper_0.25UD_ind_live_cattleUD_ind_live_cattle_0.25UD_ind_lumberUD_ind_lumber_0.25UD_ind_OJUD_ind_OJ_0.25UD_ind_us_cottonUD_ind_us_cotton_0.25UD_ind_us_soybean_oilUD_ind_us_soybean_oil_0.25UD_ind_us_wheatUD_ind_us_wheat_0.25UD_ind_WTIUD_ind_WTI_0.25
02013-04-01-0.291570-0.254622-0.298201-0.208224-0.199666-0.356146-0.329126-0.147223-0.377773-0.171605-0.282200-0.339585-0.478784-0.1983310.832649-0.387163-0.0185950.8221950.856929-0.621710.812526-0.173722-0.876935-0.650687-0.605675-0.0959620.01.00.00.00.01.00.01.00.01.00.01.00.01.00.00.0
12013-04-02-0.196448-0.2546222.689597-0.208224-0.199666-0.356146-0.329126-0.147223-0.377773-0.171605-0.3648751.187497-0.478784-0.0634690.867485-0.3724500.1295540.9495080.791060-0.621710.656064-0.487583-0.908479-1.114187-1.226797-0.0615561.01.00.01.00.01.01.02.01.02.00.01.01.02.01.00.0
22013-04-032.343315-0.254622-0.071853-0.208224-0.199666-0.356146-0.329126-0.147223-0.377773-0.171605-0.3648751.013965-0.478784-1.0524550.704916-0.666712-0.6235400.7373200.906330-0.62171-3.635449-0.336930-1.003112-1.000677-1.247161-0.2163850.01.01.02.01.00.00.00.01.02.00.01.01.02.00.01.0
32013-04-04-0.291570-0.254622-0.298201-0.208224-0.199666-0.356146-0.329126-0.147223-0.377773-0.171605-0.3648750.273561-0.478784-1.4570400.728140-1.461219-0.4753910.7054920.774592-0.621710.857229-0.123504-1.034656-0.773656-1.023150-0.1647751.01.00.01.01.02.01.02.00.01.00.01.00.01.00.01.0
42013-04-05-0.291570-0.254622-0.298201-0.208224-0.199666-0.356146-0.329126-0.147223-0.377773-0.171605-0.364875-0.3395853.598945-1.0075010.774588-1.2552360.0431340.5993980.395845-0.621710.656064-0.023068-0.782302-0.518258-0.605675-0.0787590.02.00.01.00.01.01.02.00.01.01.02.01.02.00.01.0
52013-04-06-0.291570-0.254622-0.298201-0.208224-0.199666-0.356146-0.329126-0.147223-0.377773-0.171605-0.216060-0.3395850.837136-0.2882390.786200-0.8285560.3023960.7267110.082967-0.621710.320790-0.148613-0.908479-0.8871670.056177-0.1647750.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
62013-04-07-0.291570-0.254622-0.298201-0.208224-0.199666-0.002726-0.329126-0.147223-0.076234-0.171605-0.364875-0.339585-0.105128-0.1084230.693304-0.3135980.2406670.8221950.329976-0.621710.074922-0.110950-0.845391-0.1871860.015447-0.5432460.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
72013-04-08-0.291570-0.254622-0.298201-0.208224-0.199666-0.179436-0.3291260.277560-0.377773-0.1716051.354771-0.339585-0.4787840.1051080.553959-0.0929010.3517790.8221950.527583-0.621710.611361-0.098395-1.066200-0.3858290.147818-0.4744331.02.01.00.01.02.00.01.00.01.01.02.01.02.01.02.0
82013-04-09-0.291570-0.254622-0.298201-0.208224-0.199666-0.356146-0.329126-0.147223-0.377773-0.1716052.379945-0.339585-0.4787840.3298770.6468560.127795-0.3395870.7585390.939265-0.621710.745471-1.052533-1.255465-0.1871860.504199-0.3712141.02.01.02.00.01.01.02.00.01.01.02.00.01.01.02.0
92013-04-100.697701-0.2546220.448749-0.208224-0.199666-0.356146-0.329126-0.147223-0.377773-0.1716051.3713061.4535792.656681-0.9063550.693304-0.019336-0.9445310.8646330.955732-0.621710.633713-0.964652-0.782302-0.291237-0.962056-0.3712140.00.00.01.00.01.00.01.01.02.01.00.00.01.01.02.0

Last rows

dateprecip_DALprecip_GUAprecip_HUSprecip_JUAprecip_LEOprecip_MEXprecip_MONprecip_PHOprecip_PUEprecip_SDOprecip_TORprecip_TULprecip_VANtemp_DALtemp_GUAtemp_HUStemp_JUAtemp_LEOtemp_MEXtemp_MONtemp_PEUtemp_PHOtemp_SDOtemp_TORtemp_TULtemp_VANUD_ind_copperUD_ind_copper_0.25UD_ind_live_cattleUD_ind_live_cattle_0.25UD_ind_lumberUD_ind_lumber_0.25UD_ind_OJUD_ind_OJ_0.25UD_ind_us_cottonUD_ind_us_cotton_0.25UD_ind_us_soybean_oilUD_ind_us_soybean_oil_0.25UD_ind_us_wheatUD_ind_us_wheat_0.25UD_ind_WTIUD_ind_WTI_0.25
15352018-10-05-0.291570-0.254622-0.298201-0.208224-0.1996661.569995-0.264401-0.147223-0.3777730.639524-0.364875-0.339585-0.2838330.7569390.5771830.7604580.7221530.8752420.2641070.1082380.521955-0.0983950.668730-0.0358390.687481-0.2851980.01.01.00.00.01.00.01.01.00.00.01.01.02.01.00.0
15362018-10-06-0.1488872.3919490.101681-0.208224-0.1996660.721786-0.329126-0.1472232.553850-0.171605-0.0672440.215717-0.4787840.7457000.2868820.7898850.5740040.8540230.4123120.2250300.298438-0.1486130.4479210.3141510.870763-0.1475720.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
15372018-10-07-0.0727894.085755-0.298201-0.208224-0.199666-0.267791-0.3291262.797935-0.243756-0.1716050.6272280.0074790.5284640.5996000.3333300.8045980.512275-1.543700-0.1311070.1763660.298438-0.6005730.3532880.3330690.178365-0.0787590.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
15382018-10-084.711857-0.2546220.0488661.502994-0.199666-0.3561462.907107-0.147223-0.377773-0.171605-0.364875-0.339585-0.1213740.4422620.2868820.672180-0.376624-1.543700-2.5847300.2055640.231383-0.8642160.2586560.2857730.728210-0.0615561.00.01.02.01.02.01.02.01.02.00.00.00.01.00.00.0
15392018-10-095.748689-0.254622-0.298201-0.208224-0.094619-0.3561460.771193-0.147223-0.377773-0.171605-0.3648752.564184-0.4787840.0264380.1939850.789885-0.7593440.7585390.4781811.1301660.589009-0.7135630.2586560.9384580.443105-0.2163851.01.00.01.00.01.00.01.00.01.00.01.01.02.01.02.0
15402018-10-10-0.291570-0.254622-0.298201-0.208224-0.1996662.6479260.593200-0.147223-0.377773-0.171605-0.364875-0.339585-0.478784-0.2095700.2984940.569188-0.4506990.8434140.3629110.8284540.544306-0.5378010.1640231.165479-0.188199-0.2163850.00.00.01.00.01.01.02.00.00.00.00.00.01.00.01.0
15412018-10-11-0.291570-0.254622-0.298201-0.208224-0.1996660.6334310.981548-0.147223-0.377773-0.171605-0.364875-0.339585-0.478784-0.3781470.3333300.127795-0.1667450.9919450.2641070.225030-3.635449-0.2490490.5740980.493876-0.656586-0.3368071.01.01.02.00.01.00.01.00.00.00.01.00.01.00.01.0
15422018-10-122.895023-0.254622-0.2982016.147730-0.1996660.456721-0.2805820.1359661.0629114.130904-0.2987350.007479-0.478784-0.2994770.5075110.186648-0.2037830.7267110.4781810.2055640.410196-0.3369300.321744-0.120972-0.452940-0.2507910.01.00.01.00.01.01.02.01.02.00.01.01.02.01.02.0
15432018-10-135.824787-0.254622-0.298201-0.208224-0.199666-0.303133-0.32912615.598046-0.377773-0.171605-0.1664550.400818-0.478784-0.3444310.3913900.583901-0.574157-1.5437000.527583-0.0085540.365493-0.537801-0.056786-0.272319-0.615857-0.4056200.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0
15442018-10-140.022333-0.254622-0.298201-0.208224-0.199666-0.303133-0.280582-0.147223-0.377773-0.171605-0.364875-0.223897-0.478784-0.2095700.4958990.745745-0.277857-1.5437000.9721990.1666340.812526-0.8391080.227112-0.111513-0.442757-0.5604490.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0